age
int64
18
64
bmi
float64
17
55
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.6k
18
30.14
0
male
no
southeast
2,177.857182
21
34.87
0
female
no
southeast
4,561.823762
63
31.8
0
female
no
southwest
14,167.994215
51
34.2
1
female
no
southwest
12,318.586653
34
33.7
1
female
no
southwest
7,781.453378
51
36.385
3
female
no
northwest
14,344.813474
60
40.92
0
male
yes
southeast
40,255.823393
32
17.765
2
female
yes
northwest
26,411.461818
42
30
0
male
yes
southwest
31,797.274963
52
30.875
0
female
no
northeast
11,839.250194
28
33
2
female
no
southeast
6,580.848198
18
29.37
1
male
no
southeast
2,343.574701
53
20.9
0
male
yes
southeast
31,708.400562
34
31.92
1
female
yes
northeast
31,642.356845
30
43.12
2
female
no
southeast
10,506.176235
28
31.68
0
male
yes
southeast
28,917.865626
22
23.18
0
female
no
northeast
1,536.051832
52
18.335
0
female
no
northwest
7,241.432267
19
24.51
1
female
no
northwest
1,268.059266
64
26.885
0
female
yes
northwest
36,858.410912
18
41.14
0
male
no
southeast
5,885.875254
50
26.41
0
male
no
northwest
9,430.91152
38
37.05
1
male
no
northeast
10,729.823913
21
34.87
0
female
no
southeast
4,561.823762
31
25.935
1
male
no
northwest
4,813.532931
31
34.39
3
male
yes
northwest
32,165.33688
23
28.12
0
female
no
northwest
3,087.587418
62
38.83
0
male
no
southeast
16,414.122515
47
45.32
1
female
no
southeast
15,191.088065
46
32.3
2
female
no
northeast
11,628.310413
31
36.3
2
male
yes
southwest
31,944.782843
41
34.2
2
male
no
northwest
10,594.638715
58
27.17
0
female
no
northwest
11,761.499198
29
29.64
1
male
no
northeast
5,919.18675
32
33.63
1
male
yes
northeast
31,686.242006
32
31.5
1
male
no
southwest
6,507.30666
49
22.515
0
male
no
northeast
8,231.637651
52
27.36
0
male
yes
northwest
33,916.229712
20
33.33
0
male
no
southeast
3,767.133835
44
39.52
0
male
no
northwest
12,308.340641
36
26.885
0
female
no
northwest
6,011.962293
19
25.175
0
male
no
northwest
1,048.355338
51
33.915
0
female
no
northeast
12,607.035846
64
22.99
0
female
yes
southeast
35,258.248451
42
40.37
2
female
yes
southeast
36,314.009043
43
38.06
2
male
yes
southeast
35,773.709262
26
30
1
male
no
southwest
4,459.813597
30
27.7
0
female
no
southwest
4,305.716459
19
27.265
2
male
no
northwest
2,603.436339
44
38.95
0
female
yes
northwest
35,785.918434
21
36.85
0
male
no
southeast
5,210.675323
57
23.18
0
female
no
northwest
10,159.52421
39
32.5
1
female
no
southwest
8,661.820845
48
33.33
0
female
no
southeast
10,981.045289
21
25.7
4
male
yes
southwest
26,652.402301
63
31.8
0
female
no
southwest
14,167.994215
46
42.35
3
male
yes
southeast
38,416.042211
61
23.655
0
male
no
northeast
11,699.63163
52
37.525
2
female
no
northwest
14,560.795906
60
24.53
0
female
no
southeast
11,098.339302
49
21.3
1
female
no
southwest
7,456.141321
37
30.8
2
female
no
southeast
8,152.025936
61
21.09
0
female
no
northwest
10,482.9036
35
34.21
1
female
no
southeast
8,362.281343
29
24.6
2
female
no
southwest
3,854.31141
41
40.26
0
male
no
southeast
11,499.675042
26
31.065
0
male
no
northwest
4,832.66041
53
33.25
0
female
no
northeast
12,896.820711
52
24.13
1
female
yes
northwest
33,271.291244
51
18.05
0
female
no
northwest
6,888.385184
20
26.84
1
female
yes
southeast
25,674.402503
43
35.97
3
male
yes
southeast
35,494.464612
29
22.515
3
male
no
northeast
4,367.959885
49
29.83
1
male
no
northeast
11,122.748452
27
32.585
3
male
no
northeast
7,248.530471
29
29.59
1
female
no
southeast
5,263.059518
60
35.1
0
female
no
southwest
14,509.472519
37
46.53
3
male
no
southeast
13,861.17887
37
30.78
0
female
yes
northeast
31,603.71967
18
29.165
0
female
no
northeast
2,525.647932
25
30.3
0
female
no
southwest
3,897.278565
20
29.6
0
female
no
southwest
2,376.43525
35
35.86
2
female
no
southeast
9,343.762837
43
26.7
2
female
yes
southwest
31,810.994506
25
25.74
0
male
no
southeast
2,493.479894
49
30.78
1
female
no
northeast
11,461.578068
30
25.46
0
male
no
northeast
4,341.836806
46
25.745
3
male
no
northwest
9,454.678501
41
33.06
2
female
no
northwest
10,228.944897
47
36.63
1
female
yes
southeast
35,912.882644
36
35.2
1
male
yes
southeast
32,585.515839
52
38.38
2
female
no
northeast
15,219.687364
43
35.64
1
female
no
southeast
10,900.129339
59
27.83
3
female
no
southeast
13,229.605368
33
35.75
2
male
no
southeast
8,774.139553
19
27.7
0
male
yes
southwest
25,111.520859
18
26.125
0
male
no
northeast
1,482.294883
26
33.915
1
male
no
northwest
6,218.652966
36
30.02
0
female
no
northwest
7,068.747443
60
28.595
0
male
no
northeast
13,107.893131